Reinforcement Learning Cheat Sheet

Carefully curated resource links for data science in one place

A fast Evolution Strategy implementation in Python

A car soccer environment inspired by Rocket League for deep reinforcement learning experiments in an adversarial self-play setting.

PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.

playing idealized trading games with deep reinforcement learning

我的强化学习笔记和学习材料📖 still updating ... ...

Train an RL agent to execute natural language instructions in a 3D Environment (PyTorch)

Build environment and train a robot arm from scratch (Reinforcement Learning)

🖥️ CS446: Machine Learning in Spring 2018, University of Illinois at Urbana-Champaign

A student implementation of Alpha Go Zero

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

Matplotlib 3.1 cheat sheet.

Reinforcement learning with A* and a deep heuristic

Reinforcement Learning and Decision Making tutorials explained at an intuitive level and with Jupyter Notebooks

🔥 Collection of command-line debugging cheatsheets for multiple languages and runtimes

A PyTorch implementation of "Graph Classification Using Structural Attention" (KDD 2018).

Implementations of Reinforcement Learning and Planning algorithms

Great resources for making Reinforcement Learning work in Real Life situations. Papers,projects and more.

Some notes and examples for cobalt strike's functionality